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fix example: Example 5 ch03.ipynb — get LLM to not try to perform the Hailstone step on its own #230

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merged 1 commit into from
Oct 12, 2025
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fix example: Example 5 ch03.ipynb — get LLM to not try to perform the Hailstone step on its own #230

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13 changes: 7 additions & 6 deletions examples/ch03.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -145,7 +145,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
"response=\"Sure! Here's one for you:\\n\\nWhy don't scientists trust atoms?\\n\\nBecause they make up everything!\" prompt='Tell me a joke.'\n"
"response='Sure! Here\\'s one for you:\\n\\nWhy don\\'t scientists trust atoms?\\n\\nBecause they make up everything!\\n\\nThis is a play on the phrase \"they make up matter,\" and in this case, it makes no sense because we can\\'t blame or rely on atoms to do things as humans would.' prompt='Tell me a joke.'\n"
]
}
],
Expand Down Expand Up @@ -180,7 +180,7 @@
"output_type": "stream",
"text": [
"Joke\n",
"subject='biology' joke='Why did the tomato turn red? Because it saw the salad dressing!'\n"
"subject='math' joke='Why was the math book sad? Because it had too many problems.'\n"
]
}
],
Expand Down Expand Up @@ -235,7 +235,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
"[ToolCall(id_='d3a4bd11-7ec1-49c9-b715-c93e2e7ca068', tool_name='hailstone_step_func', arguments={'x': 3})]\n"
"[ToolCall(id_='96efe041-50ff-45f0-867b-8e493901a28f', tool_name='hailstone_step_func', arguments={'x': 3})]\n"
]
}
],
Expand All @@ -251,7 +251,8 @@
"async def main():\n",
" user_input = (\n",
" \"What is the result of taking the next step of the \"\n",
" \"Hailstone sequence on the number 3?\"\n",
" \"Hailstone sequence on the number 3?\\n\\n\"\n",
" \"Be very succinct in your response.\"\n",
" )\n",
" return await llm.chat(\n",
" user_input,\n",
Expand Down Expand Up @@ -280,7 +281,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
"tool_call_id='d3a4bd11-7ec1-49c9-b715-c93e2e7ca068' content='10' error=False\n"
"tool_call_id='96efe041-50ff-45f0-867b-8e493901a28f' content='10' error=False\n"
]
}
],
Expand Down Expand Up @@ -308,7 +309,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
"role=<ChatRole.ASSISTANT: 'assistant'> content='The result of taking the next step in the Hailstone sequence for the number 3 is 10. In the Hailstone sequence, if the number is even, you divide it by 2; if the number is odd, you multiply it by 3 and add 1. So starting with 3 (an odd number), we perform \\\\(3 \\\\times 3 + 1 = 10\\\\).' tool_calls=None\n"
"role=<ChatRole.ASSISTANT: 'assistant'> content='The result of taking the next step in the Hailstone sequence on the number 3 is 10.' tool_calls=None\n"
]
}
],
Expand Down